International Journal of Internet, Broadcasting and Communication

The Institute of Internet, Broadcasting and Communication (한국인터넷방송통신학회)
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Application of Artificial Intelligence in Vietnam's Agriculture Supply Chain

  • Received : 2024.07.24
  • Accepted : 2024.08.04
  • Published : 2024.08.31
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Abstract

Agriculture has always been the foundation of Vietnam's economy, accounting for a significant portion of GDP. However, like many traditional industries, Vietnamese agriculture faces many challenges, from inefficient supply chains to unpredictable weather developments. In recent years, Vietnam's agricultural sector has been looking for ways to improve productivity and efficiency by applying modern technology. Among these technologies, artificial intelligence (AI) has emerged as a potential solution to address the challenges farmers and other stakeholders face in the agricultural supply chain. AI can analyze large amounts of data, optimize resource allocation, and predict market trends, which can significantly improve decision-making in agriculture. However, despite the promising prospects of AI in agriculture, there are still challenges to the widespread application of AI in Vietnam. These include the need for more awareness, technical expertise, and Infrastructure to support AI implementation. In this study, we analyze the current state of AI applications in Vietnam's agricultural supply chain, identify key challenges, and propose strategies to facilitate the integration of AI technology in agriculture supply chains in Vietnam in the digital age.

Keywords

Acknowledgement

This work was supported by the Dong Nai Technology University Research Fund in 2024.

References

  1. Vietnamese Government, Decree No. 98/2018/ND-CP dated 05 July 2018 regarding incentive policy for development of linkages in production and consumption of agricultural products.
  2. G.W. Kim, G.W, S.Y. Gu, S.J Moon, and B.J. Park, "An Engine for DRA in Container Orchestration Using Machine Learning," International journal of advanced smart convergence, Vol.12, No.4, pp.126-133, 2023. https://doi.org/10.7236/IJASC.2023.12.4.126
  3. C. Xi, and J. Chung, "Application Analysis of Artificial Intelligence Technology in Museum Concept Design," The International Journal of Advanced Smart Convergence, Vol.12, No.4, pp.321-327, 2023. https://doi.org/10.7236/IJASC.2023.12.4.321
  4. Minister of Science and Technology, "National Strategy On R&D and Application of Artificial Intelligence," Hanoi, 2021, https://en.baochinhphu.vn/national-strategy-on-rd-and-application-of-artificial-intelligence-11140663.htm.
  5. D.D.Pham, A.P. Hoang, H.S. Le, H.S., T.Q. Phan, and H.H. Thuan, "Introduction to Information Systems Research in Vietnam: Current Progress and New Frontiers," Information Systems Research in Vietnam, Volume 2: A Shared Vision and New Frontiers, pp.1-8, 2023 https://doi.org/10.1007/978-981-99-4792-8_1
  6. H.X. Diem and S. Sakata, "Prospects for Agriculture 4.0 in Developing Countries: Case Studies from Vietnam," Structural Changes of Agriculture in the CLMTV Countries and their Socio-Economic Impacts, BRC Research Report, 2020.
  7. K.L. Lee, C.X. Teong, H.M. Alzoubi, M.T. Alshurideh, M.E. Khatib, and S.M. Al-Gharaibeh, "Digital supply chain transformation: The role of smart technologies on operational performance in manufacturing industry," International Journal of Engineering Business Management, Vol.16, pp.1-19, 2024. DOI: https://doi.org/10.1177/1847979024123498.
  8. N.T.N Loi, "Digital Agriculture in Viet Nam: Conditions and Prospect of Development," AGRIS on-line Papers in Economics and Informatics, Vol.14, No.3, pp. 43-55, 2022. https://doi.org/10.7160/aol.2022.140304
  9. What is Artificial Intelligent, https://www.britannica.com/technology/artificial-intelligence.
  10. What is Machine learning, https://www.datacamp.com/blog/what-is-machine-learning
  11. What is Deep learning, https://www.coursera.org/articles/what-is-deep-learning
  12. K. Gurney, K., An introduction to neural networks. CRC press, 2018.
  13. Q.C. Nguyen, and H.T. Nguyen, "Digital Transformation of Agriculture Supply Chain in Vietnam: Current Status and Proposal of Roadmap," International journal of advanced smart convergence, Vol.13, No.2, pp.249-257, 2024. https://doi.org/10.7236/IJASC.2024.13.2.249
  14. B. Kitchenham, and B. Charters, "Guidelines for performing Systematic Literature Reviews in Software Engineering," Software Engineering Group, School of Computer Science and Mathematics, EBSE Technical Report Version 2.3, p.65, 2007.
  15. Snyder, H. (2019) "Literature review as a research methodology: An overview and guidelines", Journal of Business Research, Vol. 104, pp. 333-339, 2019 DOI: https://doi.org/10.1016/j.jbusres.2019.07.039.
  16. Nextfarm Data Platform, https://www.nextfarm.vn/
  17. ONE Farm Platform, https://www.vnpt-technology.vn/vi/solution_detail/one-farm-giai-phap-nong-nghiep-thong-minh